{"id":3292,"date":"2021-09-07T03:06:34","date_gmt":"2021-09-07T03:06:34","guid":{"rendered":"http:\/\/training.cloud-ace.vn\/?page_id=3292"},"modified":"2021-09-13T06:59:24","modified_gmt":"2021-09-13T06:59:24","slug":"professional-data-engineer","status":"publish","type":"page","link":"https:\/\/training.cloud-ace.vn\/en\/googlecloudcertification\/professional-data-engineer\/","title":{"rendered":"Professional Data Engineer"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"3292\" class=\"elementor elementor-3292\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af416f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af416f9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6eaa9c7\" data-id=\"6eaa9c7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-037d899 elementor-widget elementor-widget-aux_image\" data-id=\"037d899\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-auaea7b29b\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-3-6.png\" alt=\"Asset 3\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dd5e152 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd5e152\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5ce1434\" data-id=\"5ce1434\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1eb3933 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_image\" data-id=\"1eb3933\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-aud0c46efe\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/09\/Asset-1-2.png\" alt=\"Asset 1\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f8874d7\" data-id=\"f8874d7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6cf6504 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"6cf6504\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h2 class=\"aux-modern-heading-primary\">Overview<\/h2><div class=\"aux-modern-heading-description\"><p>A Professional Data Engineer enables data-driven decision making by collecting, transforming, and publishing data. A Data Engineer should be able to design, build, operationalize, secure, and monitor data processing systems with a particular emphasis on security and compliance; scalability and efficiency; reliability and fidelity; and flexibility and portability. A Data Engineer should also be able to leverage, deploy, and continuously train pre-existing machine learning models. Through this course, you will have full of knowledge to take Professional Data Engineer exam.<\/p><p class=\"time\">Duration: 36h<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f84f9f elementor-widget__width-auto aux-appear-watch-animation aux-scale-down-1 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-aux_modern_button\" data-id=\"1f84f9f\" data-element_type=\"widget\" id=\"register-btn\" data-widget_type=\"aux_modern_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t    <div class=\"aux-modern-button-wrapper aux-modern-button-align-left\" >\n                    <a class=\"aux-modern-button aux-black aux-modern-button-md aux-modern-button-normal aux-modern-button-default aux-icon-\">\n                <div class=\"aux-overlay\"><\/div>\n                                    <div class=\"aux-icon\">\n                                            <\/div>\n                                <div class=\"aux-text\">\n<span class=\"aux-text-before\">REGISTER NOW<\/span>                <\/div>\n            <\/a>\n            \n    <\/div>\n\n    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-536a7c6 elementor-widget elementor-widget-html\" data-id=\"536a7c6\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script>\n   document.getElementById(\"register-btn\").onclick = function(){\n    console.log(\"clicked\");\n   let element = document.getElementById(\"register-form\");\n    element.scrollIntoView({behavior: \"smooth\"});\n   }\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-54c719f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"54c719f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0bf6923\" data-id=\"0bf6923\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-10d3109 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10d3109\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3fa8ab6\" data-id=\"3fa8ab6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d08868 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"9d08868\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\"> Audience<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-faf9da4 elementor-widget elementor-widget-aux_image\" data-id=\"faf9da4\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au21b4b2f7\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-4-5.png\" alt=\"Asset 4\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-14472b6 aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"14472b6\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-au586b0278\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul><li>Data analysts, data scientists, and business analysts who are getting started with Google Cloud.<\/li><li>Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results, and creating reports.<\/li><\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbc462d aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"fbc462d\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">prerequisite<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-f51e4cb aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"f51e4cb\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-aue9475b79\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul><li>Ho\u00e0n th\u00e0nh kh\u00f3a h\u1ecdc Big Data & Machine learning fundamental<\/li><li>Basic proficiency with common query language such as SQL.<\/li><li>Experience with data modeling, extract, transform, load activities.<\/li><li>Developing applications using a common programming language such Python.<\/li><li>C\u00f3 kinh nghi\u1ec7m l\u00e0m vi\u1ec7c v\u1edbi Machine Learning ho\u1eb7c th\u1ed1ng k\u00ea.<\/li><\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-24cdb21\" data-id=\"24cdb21\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e52ccd4 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"e52ccd4\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">Objective<\/h5><div class=\"aux-modern-heading-description\"><p>After completing the course, students will have the following knowledge:<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-d72ca45 aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"d72ca45\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-au39eefe7d\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul><li>Design and build data processing systems on Google Cloud Platform<\/li><li>Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow<\/li><li>Derive business insights from extremely large datasets using Google BigQuery<\/li><li>Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML<\/li><li>Leverage unstructured data using Spark and ML APIs on Cloud Dataproc<\/li><li>Enable instant insights from streaming data<\/li><li>Select and tune the I\/O of your choice for your Dataflow pipeline.<\/li><li>Use schemas to simplify your Beam code and improve the performance of your pipeline.<\/li><li>Develop a Beam pipeline using SQL and DataFrames.<\/li><li>Perform monitoring, troubleshooting, testing and CI\/CD on Dataflow pipelines<\/li><\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-75a2a8c elementor-widget elementor-widget-aux_image\" data-id=\"75a2a8c\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au13ec1672\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-5-5.png\" alt=\"Asset 5\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f5dc35 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f5dc35\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-caa9d94\" data-id=\"caa9d94\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-672b02b elementor-widget elementor-widget-aux_image\" data-id=\"672b02b\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au0b9b62ce\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-6-4.png\" alt=\"Asset 6\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0cc7fb elementor-widget elementor-widget-aux_modern_heading\" data-id=\"d0cc7fb\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">OUTLINE<\/h4><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee4d74a elementor-widget elementor-widget-html\" data-id=\"ee4d74a\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"wrap-programs\">\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">01<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">Introduction to Data Engineering<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Explore the role of a data engineer.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Analyze data engineering challenges.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Intro to BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Data Lakes and Data Warehouses.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Demo: Federated Queries with BigQuery.<\/h5>\n      <\/div>\n      \n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Transactional Databases vs Data Warehouses.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Website Demo: Finding PII in your dataset with DLP API.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Partner effectively with other data teams.<\/h5>\n      <\/div>\n      \n     <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Manage data access and governance.<\/h5>\n      <\/div>\n      \n    \n     <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Build production-ready pipelines.<\/h5>\n      <\/div>\n      \n    \n     <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Review GCP customer case study.<\/h5>\n      <\/div>\n      \n    \n     <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Lab: Analyzing Data with BigQuery.<\/h5>\n      <\/div>\n    <\/div> \n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">02<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">Building a Data Lake<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Introduction to Data Lakes.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Data Storage and ETL options on GCP.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Building a Data Lake using Cloud Storage.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Securing Cloud Storage.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Storing All Sorts of Data Types.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Video Demo: Running federated queries on Parquet and ORC files in BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Cloud SQL as a relational Data Lake.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n        <span class=\"icon-body\">+<\/span>\n        <h5 class=\"title-body\">Lab: Loading Taxi Data into Cloud SQL.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n          <div class=\"wrap-number-head\">\n            <h3 class=\"number-head\">03<\/h3>\n          <\/div>\n          <h4 class=\"title-head\">Building a Data Warehouse<\/h4>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">The modern data warehouse.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Intro to BigQuery.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Query TB+ of data in seconds.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Getting Started.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Loading Data.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Video Demo: Querying Cloud SQL from BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Loading Data into BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Exploring Schemas.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Schema Design.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Nested and Repeated Fields.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Nested and repeated fields in BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Working with JSON and Array data in BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Optimizing with Partitioning and Clustering.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Partitioned and Clustered Tables in BigQuery.<\/h5>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Preview: Transforming Batch and Streaming Data.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">04<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Introduction to Building Batch Data Pipelines<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">EL, ELT, ETL.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Quality considerations.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">How to carry out operations in BigQuery.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: ELT to improve data quality in BigQuery.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Shortcomings.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">ETL to solve data quality issues.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">05<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">Executing Spark on Cloud Dataproc<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">The Hadoop ecosystem.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Running Hadoop on Cloud Dataproc.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">GCS instead of HDFS.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Optimizing Dataproc.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Running Apache Spark jobs on Cloud Dataproc.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">06<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Serverless Data Processing with Cloud Dataflow<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Cloud Dataflow.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Why customers value Dataflow.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Dataflow Pipelines.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: A Simple Dataflow Pipeline (Python\/Java).<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: MapReduce in Dataflow (Python\/Java).<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Side Inputs (Python\/Java).<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Dataflow Templates.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Dataflow SQL.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">07<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">  Manage Data Pipelines with Cloud Data Fusion and Cloud Composer<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Building Batch Data Pipelines visually with Cloud Data Fusion.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Components.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">UI Overview.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Building a Pipeline.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Exploring Data using Wrangler.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Building and executing a pipeline graph in Cloud Data Fusion.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Orchestrating work between GCP services with Cloud Composer.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Apache Airflow Environment.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">DAGs and Operators.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Workflow Scheduling.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Monitoring and Logging.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: An Introduction to Cloud Composer.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">08<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Introduction to Processing Streaming Data<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Processing Streaming Data.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">09<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">  Serverless Messaging with Cloud Pub\/Sub<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Cloud Pub\/Sub.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Publish Streaming Data into Pub\/Sub.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">10<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Cloud Dataflow Streaming Features<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Cloud Dataflow Streaming Features.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Streaming Data Pipelines.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">11<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> High-Throughput BigQuery and Bigtable Streaming Features<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">BigQuery Streaming Features.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Streaming Analytics and Dashboards.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Cloud Bigtable.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Streaming Data Pipelines into Bigtable.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">12<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Advanced BigQuery Functionality and Performance<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Analytic Window Functions.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Using With Clauses.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">GIS Functions.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Performance Considerations.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Optimizing your BigQuery Queries for Performance.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Optional Lab: Creating Date-Partitioned Tables in BigQuery.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">13<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Introduction to Analytics and AI<\/h4>\n      <\/div>\n     <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">What is AI?.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">From Ad-hoc Data Analysis to Data Driven Decisions.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Options for ML models on GCP.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">14<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Prebuilt ML model APIs for Unstructured Data<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Unstructured Data is Hard.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">ML APIs for Enriching Data.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Using the Natural Language API to Classify Unstructured Text.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">15<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Big Data Analytics with Cloud AI Platform Notebooks<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Whats a Notebook.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">BigQuery Magic and Ties to Pandas.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: BigQuery in Jupyter Labs on AI Platform.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">16<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Production ML Pipelines with Kubeflow<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Ways to do ML on GCP.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Kubeflow.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">AI Hub.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab: Running AI models on Kubeflow.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">17<\/h3>\n        <\/div>\n        <h4 class=\"title-head\"> Custom Model building with SQL in BigQuery ML<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">BigQuery ML for Quick Model Building.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Demo: Train a model with BigQuery ML to predict NYC taxi fares.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Supported Models.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Lab Option 2: Movie Recommendations in BigQuery ML.<\/h5>\n      <\/div>\n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n        <div class=\"wrap-number-head\">\n          <h3 class=\"number-head\">18<\/h3>\n        <\/div>\n        <h4 class=\"title-head\">  Custom Model building with Cloud AutoML<\/h4>\n      <\/div>\n      <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Why Auto ML?<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Auto ML Vision.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Auto ML NLP.<\/h5>\n      <\/div>\n<div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Auto ML Tables.<\/h5>\n      <\/div>\n    <\/div>\n  <\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69fbf39 elementor-widget elementor-widget-html\" data-id=\"69fbf39\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"wrap-btn-more\">\n    <button class=\"btn-more-list-item\">\n    <\/button>\n<button class=\"btn-hidden-more-list-item\">\n    <\/button>\n<\/div>\n\n<script>\n\njQuery(document).ready(function($) {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").addClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").addClass(\"course-hidden\");\n  let numItems = $('.wrap-program').length;\n  let count_more = numItems - 3;\n  $('.btn-more-list-item').text(\"+ \" + count_more + \" More lessons\");\n  $(\".btn-more-list-item\").attr(\"onclick\", \"showLessionCourse()\");\n  $(\".btn-hidden-more-list-item\").attr(\"onclick\", \"hiddenLessionCourse()\");\n  \nshowLessionCourse = () => {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").removeClass(\"course-hidden\");\n  $(\".btn-more-list-item\").addClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").removeClass(\"course-hidden\").text(\"See less\");;\n}\nhiddenLessionCourse = () => {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").addClass(\"course-hidden\");\n  $(\".btn-more-list-item\").removeClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").addClass(\"course-hidden\");\n}\n});\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-479d96b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"479d96b1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64f2bd33\" data-id=\"64f2bd33\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7a9dbce2 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"7a9dbce2\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">Study with<br \/>\nGoogle Cloud expert<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d905ff elementor-widget elementor-widget-aux_image\" data-id=\"29d905ff\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au10fbf844\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-2@2x-1.png\" alt=\"Asset 2@2x\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f280b5f elementor-widget elementor-widget-html\" data-id=\"4f280b5f\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"columns\">\n    <div class=\"column\">\n      <div id=\"trainerInfo\">\n        <p id=\"trainerName\" class=\"text-right blue\"><\/p>\n        <p id=\"trainerPosition\" class=\"text-right blue-2\"><\/p>\n        <p id=\"trainerDescription\" class=\"text-right\"><\/p>\n      <\/div>\n    <\/div>\n    <div class=\"column\">\n      <div class=\"trainerList\">\n            <img\n              id=\"first\" \n              onmouseover=\"showImg('first')\"\n              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Mi hy v\u1ecdng c\u00f3 th\u1ec3 \u0111\u1ed3ng h\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n c\u00f9ng c\u00e1c b\u1ea1n trong qu\u00e1 tr\u00ecnh t\u00ecm hi\u1ec3u khoa h\u1ecdc d\u1eef li\u1ec7u tr\u00ean Google Cloud.\";\n        info.style.opacity = 1;\n        },500);\n        break;\n      case 'third':\n        document.getElementById('first').style.transform = \"scale(1)\";\n        document.getElementById('second').style.transform = \"scale(1)\";\n        document.getElementById('third').style.transform = \"scale(1.4)\";\n        document.getElementById('fourth').style.transform = \"scale(1)\";\n        document.getElementById('fifth').style.transform = \"scale(1)\";\n        setTimeout(function(){ \n        name.innerHTML = \"Hi\u1ebfu L\u00ea\";\n        position.innerHTML = \"Google Cloud Authorized Trainer\";\n        description.innerHTML =\n          \"4 n\u0103m l\u00e0m Back-end Developer, \u0111\u1ed3ng th\u1eddi l\u00e0 Data Analytics trong c\u00f4ng ty th\u1eddi trang v\u00e0 4 n\u0103m l\u00e0m vi\u1ec7c \u1edf v\u1ecb tr\u00ed Data Engineer ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u m\u00f4i tr\u01b0\u1eddng On - Primese v\u00e0 Google Cloud<br\/>Hi\u1ebfu c\u00f3 ni\u1ec1m \u0111am m\u00ea chia s\u1ebb kinh nghi\u1ec7m v\u00e0 ki\u1ebfn th\u1ee9c c\u1ee7a m\u00ecnh t\u1edbi b\u1ea5t c\u1ee9 ai y\u00eau v\u00e0 mu\u1ed1n l\u00e0m vi\u1ec7c c\u00f9ng d\u1eef li\u1ec7u. 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widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d84758d elementor-widget elementor-widget-aux_image\" data-id=\"3d84758d\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-aub7daec22\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-2-1.png\" alt=\"Asset 2\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3f5f7a5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f5f7a5b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3232da71\" data-id=\"3232da71\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5638d86a elementor-widget elementor-widget-aux_modern_heading\" data-id=\"5638d86a\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">Student feedback<\/h4><div class=\"aux-modern-heading-description\"><p>Cloud Ace Training<br \/>Bringing great experiences to students<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3881b32 elementor-widget elementor-widget-aux_image\" data-id=\"3881b32\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au7a3d4a18\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-4-1.png\" alt=\"Asset 4\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35c8f2c5 elementor-widget elementor-widget-wp-widget-custom_html\" data-id=\"35c8f2c5\" data-element_type=\"widget\" data-widget_type=\"wp-widget-custom_html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"textwidget custom-html-widget\"><div class=\"glider\">\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/tuan-anh.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Tr\u1ea7n Tu\u1ea5n Anh<\/h5>\r\n                    <p class=\"postion-student\">IT<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n              After completing the Associate Cloud Engineer course, I knew how to operate and deploy projects on Google Cloud and confidently took the Google Cloud certification exam.\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Anh-hoc-vien-Nguyen-Ngoc-Minh-Thy.jpeg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Nguy\u1ec5n Ng\u1ecdc Minh Thy<\/h5>\r\n                    <p class=\"postion-student\">Data Engineer<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n               After completing the Professional Data Engineer course, I have enough knowledge and confidence to take the Google Cloud certification exam to prepare for my upcoming job.\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/quoc-thang.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Tr\u01b0\u01a1ng Qu\u1ed1c Th\u1eafng<\/h5>\r\n                    <p class=\"postion-student\">Data Engineer<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n         I learned how to choose tools and apply them to businesses to process data effectively through the Professional Data Engineer course.\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Anh-Hoc-vien-Pha\u0323m-Van-Hung.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Ph\u1ea1m V\u0103n H\u00f9ng<\/h5>\r\n                    <p class=\"postion-student\">IT<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n         Kh\u00f3a h\u1ecdc r\u1ea5t chi ti\u1ebft v\u00e0 \u0111\u1ea7y \u0111\u1ee7, sau khi h\u1ecdc xong kh\u00f3a h\u1ecdc Associate Cloud Engineer, m\u00ecnh r\u1ea5t mu\u1ed1n c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc th\u00eam c\u00e1c kh\u00f3a h\u1ecdc kh\u00e1c \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 Google Cloud\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/minh-phuong.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">D\u01b0\u01a1ng Minh Ph\u01b0\u01a1ng <\/h5>\r\n                    <p class=\"postion-student\">Engineer <\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n               Sau khi h\u1ecdc xong kh\u00f3a h\u1ecdc Associate Cloud Engineer, m\u00ecnh \u0111\u00e3 hi\u1ec3u r\u00f5 v\u1ec1 Google Cloud v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p cho doanh nghi\u1ec7p tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n tr\u00ean GCP\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<button aria-label=\"Previous\" class=\"glider-prev\">\r\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" fill=\"currentColor\" class=\"bi bi-arrow-left\" viewbox=\"0 0 16 16\">\r\n        <path fill-rule=\"evenodd\" d=\"M15 8a.5.5 0 0 0-.5-.5H2.707l3.147-3.146a.5.5 0 1 0-.708-.708l-4 4a.5.5 0 0 0 0 .708l4 4a.5.5 0 0 0 .708-.708L2.707 8.5H14.5A.5.5 0 0 0 15 8z\" \/>\r\n    <\/svg>\r\n<\/button>\r\n<button aria-label=\"Next\" class=\"glider-next\">\r\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" fill=\"currentColor\" class=\"bi bi-arrow-right\" viewbox=\"0 0 16 16\">\r\n        <path fill-rule=\"evenodd\" d=\"M1 8a.5.5 0 0 1 .5-.5h11.793l-3.147-3.146a.5.5 0 0 1 .708-.708l4 4a.5.5 0 0 1 0 .708l-4 4a.5.5 0 0 1-.708-.708L13.293 8.5H1.5A.5.5 0 0 1 1 8z\" \/>\r\n    <\/svg>\r\n<\/button>\r\n<div role=\"dots\"><\/div>\r\n<script>\r\n  const g = new Glider(document.querySelector(\".glider\"), {\r\n    slidesToShow: 3,\r\n    draggable: true,\r\n    arrows: {\r\n      prev: \".glider-prev\",\r\n      next: \".glider-next\",\r\n    },\r\n responsive: [\r\n    {\r\n      \/\/ screens greater than &gt;= 775px\r\n      breakpoint: 300,\r\n      settings: {\r\n        \/\/ Set to `auto` and provide item width to adjust to viewport\r\n        slidesToShow: 1,\r\n        slidesToScroll: 1,\r\n        itemWidth: 150,\r\n        duration: 0.25\r\n      }\r\n    },{\r\n      \/\/ screens greater than &gt;= 1024px\r\n      breakpoint: 1024,\r\n      settings: {\r\n        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-->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-132a609b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"132a609b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7ab3ed28\" data-id=\"7ab3ed28\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2d5b5e7e elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2d5b5e7e\" data-element_type=\"section\" id=\"register-form\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-442a408e\" data-id=\"442a408e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b00b540 elementor-widget elementor-widget-aux_modern_heading\" data-id=\"5b00b540\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">REGISTER NOW<\/h4><div class=\"aux-modern-heading-description\"><p>TO BECOME \" GOOGLE CLOUD EXPERT\"<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-286f106a aux-appear-watch-animation aux-scale-down elementor-widget elementor-widget-aux_image\" data-move-in=\"\" data-move-out=\"moveHorizontal\" data-axis-x=\"15\" data-axis-y=\"200\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"286f106a\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au5abb209f\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-8@2x.png\" alt=\"Asset 8@2x\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2516cd0c\" data-id=\"2516cd0c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b902ea6 aux-appear-watch-animation aux-fade-in-up-1 elementor-widget elementor-widget-aux_contact_form\" data-id=\"3b902ea6\" data-element_type=\"widget\" data-widget_type=\"aux_contact_form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-contact-form aux-parent-au68a83429\">            <div class=\"aux-col-wrapper aux-no-gutter\">\n            <!-- @TODO - The output for element here -->\n\n            <div role=\"form\" class=\"wpcf7\" id=\"wpcf7-f340-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/3292#wpcf7-f340-o1\" method=\"post\" class=\"wpcf7-form init\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/en\/wp-json\/wp\/v2\/pages\/3292#wpcf7-f340-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"340\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.6.2\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f340-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> Name<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"fullname\"><input type=\"text\" name=\"fullname\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Email *<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input type=\"email\" name=\"email\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-email wpcf7-validates-as-required wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Phone number<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input type=\"tel\" name=\"phone\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-tel wpcf7-validates-as-required wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Company<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input type=\"text\" name=\"company\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Position<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"position\"><input type=\"text\" name=\"position\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> What course you want to register for ?<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea name=\"message\" cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\"><\/textarea><\/span> <\/label><\/p>\n<p><span class=\"wpcf7-form-control-wrap postTitle\"><input type=\"hidden\" name=\"postTitle\" value=\"Professional Data Engineer\" size=\"40\" class=\"wpcf7-form-control wpcf7dtx-dynamictext wpcf7-dynamichidden\" aria-invalid=\"false\" \/><\/span><\/p>\n<p><input type=\"submit\" value=\"SUBMIT\" class=\"wpcf7-form-control has-spinner wpcf7-submit\" \/><\/p>\n<div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form><\/div>\n\n            <\/div><!-- aux-col-wrapper -->\n    <\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>T\u1ed5ng quan kho\u00e1 h\u1ecdc Th\u00f4ng qua kh\u00f3a h\u1ecdc, h\u1ecdc vi\u00ean s\u1ebd bi\u1ebft c\u00e1ch thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng, v\u1eadn h\u00e0nh v\u00e0 gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt, kh\u1ea3 n\u0103ng t\u1ef1 m\u1edf r\u1ed9ng v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p v\u1edbi t\u00ednh [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"parent":1318,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Professional Data Engineer - Cloud Ace Training<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudcertification\/professional-data-engineer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Professional Data Engineer - Cloud Ace Training\" \/>\n<meta property=\"og:description\" content=\"T\u1ed5ng quan kho\u00e1 h\u1ecdc Th\u00f4ng qua kh\u00f3a h\u1ecdc, h\u1ecdc vi\u00ean s\u1ebd bi\u1ebft c\u00e1ch 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